Artificial intelligence and machine learning in lung cancer screening

SJ Adams, P Mikhael, J Wohlwend… - Thoracic Surgery …, 2023 - thoracic.theclinics.com
Lung cancer is the leading cause of cancer-related mortality. 1, 2 Lung cancer screening
(LCS) with lowdose computed tomography (LDCT) has been demonstrated in randomized …

Deep learning of coronary calcium scores from PET/CT attenuation maps accurately predicts adverse cardiovascular events

K Pieszko, A Shanbhag, A Killekar, RJH Miller… - Cardiovascular …, 2023 - jacc.org
Background Assessment of coronary artery calcium (CAC) by computed tomographic (CT)
imaging provides an accurate measure of atherosclerotic burden. CAC is also visible in …

[HTML][HTML] Role and progress of artificial intelligence in radiodiagnosing vascular calcification: a narrative review

Z Zhong, W Yang, C Zhu, Z Wang - Annals of Translational …, 2023 - ncbi.nlm.nih.gov
Methods A search was conducted in PubMed and Web of Science. The key words included
“artificial intelligence”,“machine learning”,“deep learning”, and “vascular calcification”. The …

[HTML][HTML] Predicting mortality from AI cardiac volumes mass and coronary calcium on chest computed tomography

RJH Miller, A Killekar, A Shanbhag, B Bednarski… - Nature …, 2024 - nature.com
Chest computed tomography is one of the most common diagnostic tests, with 15 million
scans performed annually in the United States. Coronary calcium can be visualized on these …

Artificial intelligence in coronary artery calcium measurement: Barriers and solutions for implementation into daily practice

T Yamaoka, S Watanabe - European Journal of Radiology, 2023 - Elsevier
Coronary artery calcification (CAC) measurement is a valuable predictor of cardiovascular
risk. However, its measurement can be time-consuming and complex, thus driving the desire …

Transforming Cardiovascular Care With Artificial Intelligence: From Discovery to Practice: JACC State-of-the-Art Review

R Khera, EK Oikonomou, GN Nadkarni… - Journal of the American …, 2024 - jacc.org
Artificial intelligence (AI) has the potential to transform every facet of cardiovascular practice
and research. The exponential rise in technology powered by AI is defining new frontiers in …

Automated vessel-specific coronary artery calcification quantification with deep learning in a large multi-centre registry

MC Williams, AD Shanbhag, J Zhou… - European Heart …, 2024 - academic.oup.com
Aims Vessel-specific coronary artery calcification (CAC) is additive to global CAC for
prognostic assessment. We assessed accuracy and prognostic implications of vessel …

Artificial intelligence-enhanced patient evaluation: bridging art and science

EK Oikonomou, R Khera - European Heart Journal, 2024 - academic.oup.com
The advent of digital health and artificial intelligence (AI) has promised to revolutionize
clinical care, but real-world patient evaluation has yet to witness transformative changes. As …

[PDF][PDF] 人工智能在动脉钙化诊断中的应用

YА Trusov, VS Chupakhina, AS Nurkaeva… - Digital …, 2024 - jdigitaldiagnostics.com
ABSTRACT BACKGROUND: The incidence of circulatory system diseases in the Russian
Federation has been steadily increasing during the last two decades, growing 2,047 times …

[HTML][HTML] Artificial Intelligence in the Screening, Diagnosis, and Management of Aortic Stenosis

Y Zhang, M Wang, E Zhang, Y Wu - Reviews in Cardiovascular …, 2024 - imrpress.com
The integration of artificial intelligence (AI) into clinical management of aortic stenosis (AS)
has redefined our approach to the assessment and management of this heterogenous …